HELM Arabic - Mbzuai Human Translated Arabic Mmlu - Business Ethics: leaderboard

HELM Arabic (release v2.2.0) MBZUAI human-translated Arabic MMLU, Business Ethics: the MMLU four-option questions for this subject translated into Arabic by human translators; 100 questions, exact match. Percent correct, 0-100, higher is better; guessing scores 25.

Metric: Exact Match (%). Source: crfm.stanford.edu. Saturation forecast: Around February 2027. 41 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.781#51
2GPT-5.4 (2026-03-05)81#63
3Qwen 3.5 397B A17B80#154
4Claude Sonnet 4.679#94
5GPT-4.1 (2025-04-14)79#257
6Claude Haiku 4.5 (20251001)77#264
7Mistral Large 377#410
8DeepSeek V3.176#275
9Gemini 2.5 Flash (Non-reasoning)76#255 (Gemini 2.5 Flash)
10GPT-4.1 Mini75#363
11Qwen 2.5 72B Instruct75#469
12Gemma 4 31B (IT)75#178
13Llama 4 Scout Instruct75#547
14Llama 4 Maverick Instruct FP875#424
15AceGPT-v2-70B-Chat75#421

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=helm-arabic-mbzuai-human-translated-arabic-mmlu-business-ethics · How It Works · Data refreshed daily, snapshot 2026-11-05.